Discovering personality from text has numerous NLP applications such as product recognition, mental health diagnosis, etc. [1]}. Described as a combination of multiple characteristics, personality detection helps in identifying behavior, thought patterns of an individual. To model the dependencies of users' personality with their sarcastic nature, we include personality features in the user embeddings.
Previously, poria2016deeper also utilize personality features in sentences. However, we take a different and more-involved approach of extracting the personality features of a user instead.
